mlsanityData to 14 Oct 2026

Papers

New on arXiv

Thu 8 Sep 2022

126 papers

  1. Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RLOffline RL and imitation learning from data → Decision transformers and sequence modeling
  2. Learning to Generate Realistic LiDAR Point CloudsWorld models → World modeling from LiDAR generation
  3. Exploring Target Representations for Masked AutoencodersKnowledge distillation → General knowledge distillation methods
  4. SE(3)-DiffusionFields: Learning smooth cost functions for joint grasp and motion optimization through diffusionDiffusion models → Diffusion and flow policies for robotics
  5. nVFNet-RDC: Replay and Non-Local Distillation Collaboration for Continual Object DetectionKnowledge distillation → Detection and dense prediction distillation
  6. Using Multivariate Linear Regression for Biochemical Oxygen Demand Prediction in Waste Water
  7. FORLORN: A Framework for Comparing Offline Methods and Reinforcement Learning for Optimization of RAN Parameters
  8. Survey on Applications of Neurosymbolic Artificial Intelligence
  9. A Quantum Algorithm for Computing All Diagnoses of a Switching Circuit
  10. Non-iterative generation of an optimal mesh for a blade passage using deep reinforcement learning
  11. A Nonparametric Contextual Bandit with Arm-level Eligibility Control for Customer Service Routing
  12. Clifford Neural Layers for PDE Modeling
  13. Hybrid Supervised and Reinforcement Learning for the Design and Optimization of Nanophotonic Structures
  14. Majority Vote for Distributed Differentially Private Sign Selection
  15. Non-autoregressive Error Correction for CTC-based ASR with Phone-conditioned Masked LM
  16. im2nerf: Image to Neural Radiance Field in the Wild
  17. Generating Contextual Load Profiles Using a Conditional Variational Autoencoder
  18. Algorithms with More Granular Differential Privacy Guarantees
  19. Dr. Neurosymbolic, or: How I Learned to Stop Worrying and Accept Statistics
  20. Studying Drowsiness Detection Performance while Driving through Scalable Machine Learning Models using Electroencephalography
  21. Who Pays? Personalization, Bossiness and the Cost of Fairness
  22. Assessing Lower Limb Strength using Internet-of-Things Enabled Chair
  23. Multilingual Transformer Language Model for Speech Recognition in Low-resource Languages
  24. Functional dimension of feedforward ReLU neural networks
  25. Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks
  26. Cross-Modal Knowledge Transfer Without Task-Relevant Source Data
  27. Privacy of Autonomous Vehicles: Risks, Protection Methods, and Future Directions
  28. From Shapley Values to Generalized Additive Models and back
  29. FedDAR: Federated Domain-Aware Representation Learning
  30. Online Low Rank Matrix Completion
  31. Active Learning of Classifiers with Label and Seed Queries
  32. Vision for Bosnia and Herzegovina in Artificial Intelligence Age: Global Trends, Potential Opportunities, Selected Use-cases and Realistic Goals
  33. Delta-PINNs: physics-informed neural networks on complex geometries
  34. Text-Free Learning of a Natural Language Interface for Pretrained Face Generators
  35. W-Transformers : A Wavelet-based Transformer Framework for Univariate Time Series Forecasting
  36. The Utility of Explainable AI in Ad Hoc Human-Machine Teaming
  37. Data Feedback Loops: Model-driven Amplification of Dataset Biases
  38. NeuralFMU: Presenting a workflow for integrating hybrid NeuralODEs into real world applications
  39. Lost in Translation: Reimagining the Machine Learning Life Cycle in Education
  40. Sequential Information Design: Learning to Persuade in the Dark
  41. A multi view multi stage and multi window framework for pulmonary artery segmentation from CT scans
  42. PixTrack: Precise 6DoF Object Pose Tracking using NeRF Templates and Feature-metric Alignment
  43. Analyzing the Effect of Sampling in GNNs on Individual Fairness
  44. Dyadic Interaction Assessment from Free-living Audio for Depression Severity Assessment
  45. IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach
  46. IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model
  47. Mean Field Games on Weighted and Directed Graphs via Colored Digraphons
  48. A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning
  49. Valuing Players Over Time
  50. Learning Sparse Graphon Mean Field Games
  51. Histogram Layers for Synthetic Aperture Sonar Imagery
  52. A Survey on Large-Population Systems and Scalable Multi-Agent Reinforcement Learning
  53. Simpler is better: Multilevel Abstraction with Graph Convolutional Recurrent Neural Network Cells for Traffic Prediction
  54. 5q032e@SMM4H'22: Transformer-based classification of premise in tweets related to COVID-19
  55. Transformer based Fingerprint Feature Extraction
  56. FADE: Enabling Federated Adversarial Training on Heterogeneous Resource-Constrained Edge Devices
  57. Tuning arrays with rays: Physics-informed tuning of quantum dot charge states
  58. Pre-Training a Graph Recurrent Network for Language Representation
  59. T2LR-Net: An unrolling network learning transformed tensor low-rank prior for dynamic MR image reconstruction
  60. Ethical and Social Considerations in Automatic Expert Identification and People Recommendation in Organizational Knowledge Management Systems
  61. What and How of Machine Learning Transparency: Building Bespoke Explainability Tools with Interoperable Algorithmic Components
  62. FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems
  63. Double Q-Learning for Citizen Relocation During Natural Hazards
  64. ReX: A Framework for Incorporating Temporal Information in Model-Agnostic Local Explanation Techniques
  65. Lightweight Long-Range Generative Adversarial Networks
  66. Applying Transformer-based Text Summarization for Keyphrase Generation
  67. Impact of dataset size and long-term ECoG-based BCI usage on deep learning decoders performance
  68. Quantum Sparse Coding
  69. Goodness of Pronunciation Pipelines for OOV Problem
  70. Stochastic gradient descent with gradient estimator for categorical features
  71. Improved Robust Algorithms for Learning with Discriminative Feature Feedback
  72. Automatic fetal fat quantification from MRI
  73. Knowledge-Driven Program Synthesis via Adaptive Replacement Mutation and Auto-constructed Subprogram Archives
  74. Developing a multi-variate prediction model for the detection of COVID-19 from Crowd-sourced Respiratory Voice Data
  75. A crowdsourced dataset of aerial images with annotated solar photovoltaic arrays and installation metadata
  76. Towards explainable evaluation of language models on the semantic similarity of visual concepts
  77. Enhancing the Self-Universality for Transferable Targeted Attacks
  78. Visual Grounding of Inter-lingual Word-Embeddings
  79. Unsupervised Video Object Segmentation via Prototype Memory Network
  80. What Did I Just Hear? Detecting Pornographic Sounds in Adult Videos Using Neural Networks
  81. Losing momentum in continuous-time stochastic optimisation
  82. Kernel-Segregated Transpose Convolution Operation
  83. Incremental Correction in Dynamic Systems Modelled with Neural Networks for Constraint Satisfaction
  84. Training Scale-Invariant Neural Networks on the Sphere Can Happen in Three Regimes
  85. Aerial View Localization with Reinforcement Learning: Towards Emulating Search-and-Rescue
  86. Exploring the Distribution Regularities of User Attention and Sentiment toward Product Aspects in Online Reviews
  87. A Review on Method Entities in the Academic Literature: Extraction, Evaluation, and Application
  88. Known by the company we keep: `Triadic influence' as a proxy for compatibility in social relationships
  89. Learning-based and unrolled motion-compensated reconstruction for cardiac MR CINE imaging
  90. Predict+Optimize for Packing and Covering LPs with Unknown Parameters in Constraints
  91. R3LIVE++: A Robust, Real-time, Radiance reconstruction package with a tightly-coupled LiDAR-Inertial-Visual state Estimator
  92. Generalized One-shot Domain Adaptation of Generative Adversarial Networks
  93. Efficient Gender Debiasing of Pre-trained Indic Language Models
  94. Tag-Aware Document Representation for Research Paper Recommendation
  95. Saliency-based Multiple Region of Interest Detection from a Single 360deg image
  96. FETA: Towards Specializing Foundation Models for Expert Task Applications
  97. Geolocation of Cultural Heritage using Multi-View Knowledge Graph Embedding
  98. AARGH! End-to-end Retrieval-Generation for Task-Oriented Dialog
  99. Hierarchical Graph Pooling is an Effective Citywide Traffic Condition Prediction Model
  100. Application of image-to-image translation in improving pedestrian detection
All 126
  1. Representing Camera Response Function by a Single Latent Variable and Fully Connected Neural Network
  2. Black-Box Audits for Group Distribution Shifts
  3. Model-free Subsampling Method Based on Uniform Designs
  4. IMAP: Individual huMAn mobility Patterns visualizing platform
  5. DIY-IPS: Towards an Off-the-Shelf Accurate Indoor Positioning System
  6. Frame-Subtitle Self-Supervision for Multi-Modal Video Question Answering
  7. An Empirical Evaluation of Posterior Sampling for Constrained Reinforcement Learning
  8. Levenshtein OCR
  9. Multi-Granularity Prediction for Scene Text Recognition
  10. Conformal Methods for Quantifying Uncertainty in Spatiotemporal Data: A Survey
  11. Sign Language Detection
  12. Suspicious and Anomaly Detection
  13. SANIP: Shopping Assistant and Navigation for the visually impaired
  14. SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-supervised Learning
  15. Video Vision Transformers for Violence Detection
  16. Does Attention Mechanism Possess the Feature of Human Reading? A Perspective of Sentiment Classification Task
  17. Knowledge Based Template Machine Translation In Low-Resource Setting
  18. Extractive is not Faithful: An Investigation of Broad Unfaithfulness Problems in Extractive Summarization
  19. Reward Delay Attacks on Deep Reinforcement Learning
  20. CWP: Instance complexity weighted channel-wise soft masks for network pruning
  21. CLaCLab at SocialDisNER: Using Medical Gazetteers for Named-Entity Recognition of Disease Mentions in Spanish Tweets
  22. Implicit Full Waveform Inversion with Deep Neural Representation
  23. Machine Learning Sensors for Diagnosis of COVID-19 Disease Using Routine Blood Values for Internet of Things Application
  24. Measuring Human Perception to Improve Open Set Recognition
  25. A Secure and Efficient Multi-Object Grasping Detection Approach for Robotic Arms
  26. RGB-X Classification for Electronics Sorting